Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE147989

GEO

Provenance — who produced it, who reused it

Linked to 1 papers in the literature. Roles are inferred factual signals (who deposited the data vs who reused it), with counts — never a judgement about any author.

Reused by

1 further paper cites this accession but reuse could not be confirmed.

Deep data QC

100/100 · A

Standardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured

What this means
claude:haiku

High-quality human RNA-seq with 26 bp reads at 98.2% Q20 and 94.6% Q30 across 3.7 billion bases likely represents microRNA profiling. The 48% GC, minimal N-content, and 36.1 mean quality support reliable miRNA discovery and isoform quantification; suitable for investigating regulatory RNA dysregulation in disease or developmental responses.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Files available
H5
Metrics (value · how obtained)
n content pct 0.001 measured
pct q20 bases 98.2 measured
pct q30 bases 94.6 measured
gc content pct 48 measured
mean read length 26 measured
mean base quality 36.1 measured
adapter content pct 0 measured
duplication rate pct 16.68 measured
supplementary file types H5 reported
How this grade was computed
Weighted mean of 4 scored metric(s) → 100/100

The A grade is a transparent weighted average. Each metric below scored from 0–100% against the published bulk-RNA-seq thresholds, weighted by its importance; nothing is hidden or subjective.

pct q30 bases 94.6 measured ×1 100%
mean base quality 36.1 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 16.68 measured ×0.4 100%

measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0

Scientific quality

Based on hands-on reproduction of the papers that use this dataset. A reproducible paper that stands on this data is positive evidence; a flagged one is a prompt to look closer — never a verdict on the dataset itself without the evidence.

1 studies use it 1 reproduced mean score 93